Unity project to procedurally generate 3D terrains with buildings. (c) Ubisoft 2022
Please read the license. Here's a summary.
- git-lfs
- Unity >= 2020.3.19f1
- Open the repo in the unity editor
- Load the scene Assets/MapGenerator/Scenes/MapGenerator and Hit play
- Tweak the generation parameters in the
MapGeneratorgameobject - Hit generate
- Repeat 3-4 until you are satisfied with the style of the map
- Hit save map and save it wherever you want
- Check
Save with goalsand set the number of it, if you want a set of spawn-goals immediately
- Check
- Generate any numbers of different maps in the same style as the saved one using this command:
./MapGenerator -batchmode -nographics -logFile - -- generate --load path/to/saved/map --nb-maps <n>❗ You can ignore any shader warnings or errors
.\MapGenerator.exe -batchmode -logFile - -- <command> [options] | Write-Host./MapGenerator -batchmode -nographics -logFile - -- <command> [options]To load the output of the generator in a Unity Project see this
The generator outputs a folder named after the map. This folder contains the following:
This contains the terrain mesh.
This contains the gameobject hierarchy and their characteristics (position, scale, rotation).
This contains all the settings used for generation.
This file is generated only if spawn-goals are also generated. It contains the list of spawn-goals and a reference to the above config json.
Multiple files of this type will be generated if special kind of grounds are part of the map generation. One file for one ground.
- Open the Unity project
- Hit ctrl + shift + B
- Select Windows, Linux or macOS
- Make sure everything but Development Build is unchecked
- Hit Build
Usage: <MapGenerator.exe|MapGenerator> COMMAND [OPTIONS]
Use `<MapGenerator.exe|MapGenerator> help COMMAND` for help on a specific command.
Available commands:
change-goals Command to generate new goals for an existing map.
generate Command to generate a map and goals.
help Show this message and exit
Usage:
<MapGenerator.exe|MapGenerator> change-goals --load <path/to/map/json> --spawn-goals <x> [OPTIONS]
Description:
Command to generate new goals for an existing map.
Options:
General
--load=VALUE Path to map folder.
Spawn-Goal Generation
--spawn-goals=VALUE How many spawns-goals to generate for the map.
[Default: 0]
Uniform distance spawn-goal generation
--uni-goal-dist[=VALUE]
Whether to use a more uniform distance
distribution for goal generation.
[Default: False]
--nb-buckets=VALUE Number of buckets to use.
[Default: 20]
--max-tries=VALUE Number of tries to generate a spawn-goal with
uniform distance.
[Default: 100]
Usage:
<MapGenerator.exe|MapGenerator.x86_64> generate [OPTIONS]
Description:
Command to generate a map which consist of a 3D terrain and possibly buildings. It's also possible to generate goals at the same time.
Options:
General
--load=VALUE Load generation parameters from a map json config
file or map folder.
--nb-maps=VALUE How many maps to generate.
--output=VALUE Folder where to output maps.
[Default: ./]
--name=VALUE Set a map name instead of generating a random one.
[Default: '']
Terrain Generation
--volume=VALUE Size of the marching cube grid.
[Default: 20,10,20]
Format: float,float,float
--points-per-axis=VALUE
Number of grid points distributed over each axis.
Cannot be combined with --spacing.
Format: int|int,int,int
--spacing=VALUE Distance between each grid points. Cannot be
combined with --points-per-axis.
[Default: 0.15]
Format: float|float,float,float
--scale=VALUE Scale of the map.
[Default: 6]
--seed=VALUE Seed to initialize the randomization.
[Default: 0]
--surfacelevel=VALUE Threshold at which the marching cube algorithm
consider grid point values over or under the
isosurface. Default value of 0 means that
negatives noise values are considered empty
space and positive values inside the mesh.
[Default: 0]
--prewarp-strength=VALUE
How much warping to apply to grid point values.
This will add some extra variation to the noise.
Can be used to get slight variation of the same
map.
[Default: 0]
--height=VALUE Vertical center of the map.
[Default: 2]
--hard-floor=VALUE Vertical position of the hard floor.
[Default: 1.5]
--hard-floor-weight=VALUE
How flat the hard floor is. The lower the value,
the more noisy the floor will be.
[Default: 40]
-o[=VALUE1,VALUE2] Couple of frequency and amplitude to use for
sampling from the 3D Perlin function.
[Default: 1.01, 1; 0.5, 2; 0.2, 6]
Format: -ofloat,float -ofloat,float...
Overhangs
--overhangs[=VALUE] Whether or not to generate overhangs throughout
the map.
[Default: True]
--overhang-height=VALUE
Maximum height of the overhangs relative to the
map height.
[Default: 0.5]
--overhang-strength=VALUE
Roughly correlate with the size of the overhangs.
[Default: 20]
Terraces
--terraces[=VALUE] Whether or not to generate terraces throughout the
map. WARNING: this feature does not seem to
correctly for now.
[Default: False]
--terraceHeight=VALUE Maximum height of the terraces relative to the map
height.
[Default: 0.05]
--terraceStrength=VALUE
Roughly correlate with the size of terraces.
[Default: 20]
Building Generation
--buildings[=VALUE] Whether or not to generate buildings throughout
the map. For each building, a flat platform is
also generated under it.
[Default: False]
--min-buildings=VALUE Minimum number of buildings in the map. If the
platforms are non-overlapping, the genrator
could have to settle for less. A warning will be
logged when it happens.
[Default: 0]
--max-buildings=VALUE Max number of buildings in the map.
[Default: 1]
--platform-inner-radius=VALUE
Size of the inner radius of a platform.
[Default: 3]
--platform-outer-radius=VALUE
Size of the outer radius of a platform.
[Default: 4]
--platform-min-height=VALUE
Minimum height of a platform.
[Default: 0]
--platform-max-height=VALUE
Maximum height of a platform.
[Default: 4]
--platform-warping=VALUE
How flat the platforms should be from 0 to 1. 1
being completely flat.
[Default: 1]
--non-overlapping-platforms=VALUE
Can the platforms overlap or not. This also
applies to the buidlings. The inner radius is
used to compute the overlap. If non-overlapping,
it's possible that the minimum number of
buildings is not respected. A warning will be
logged when it happens.
[Default: True]
--platform-tries=VALUE Number of tries to fit a platform in the map
before settling for less.
[Default: 10000]
--window=VALUE Probability to have a window.
[Default: 0.3]
--door=VALUE Probability to have a door.
[Default: 0.2]
--outside-stair=VALUE Probability to have an outside stair.
[Default: 0.2]
--inside-stair=VALUE Probability to have an inside stair.
[Default: 0.2]
--rows=VALUE Number of rows.
[Default: 3]
--columns=VALUE Number of columns.
[Default: 3]
--cell-unit-size=VALUE Size of one cell.
[Default: 1]
--nb-floors=VALUE Number of possible floors to generate.
[Default: 1]
--randomize-bounds[=VALUE]
Randomize bounds.
[Default: True]
--randomize-bounds-chance=VALUE
Probability to roll a new bound size on new floors.
[Default: 0.2]
Jump Pad Generation
--jumppads[=VALUE] Whether or not to generate jump pads throughout
the map.
[Default: True]
--min-jumppads=VALUE Minimum number of jump pads to generate for the
map.
[Default: 10]
--max-jumppads=VALUE Maximum number of jump pads to generate for the
map.
[Default: 10]
--steepness=VALUE Scan the height map for positive height variations
higher than this threshold and store them as
potential jump pad spawn points. The value is in
meters and is applied after scaling.
[Default: 5]
--min-flatness=VALUE This is to prevent spawning jump pads on slopes
that would be too steep to walk to but still has
one side steep enough for a jump pad. The value
is in meters and is applied after scaling.
[Default: -0.5]
--search-radius=VALUE Radius to consider around each point of the height
map when scanning. The value is in meters and is
applied after scaling.
[Default: 5]
--cluster-radius=VALUE Radius to consider when clustering all the
possible spawn points. There can only be one
jump pad per cluster. The value is in meters and
is applied after scaling.
[Default: 5]
Ground Generation
--grounds[=VALUE] Generates random types of ground (lava or water).
To get interesting results the hard floor weight
should be set to a 4 or less.
[Default: False]
--lava=VALUE Probability for a ground to be lava. The water
probability will be adjusted accordingly.
[Default: 0.5]
--water=VALUE Probability for a ground to be water. The lava
probability will be adjusted accordingly.
[Default: 0.5]
Spawn-Goal Generation
--spawn-goals=VALUE How many spawns-goals to generate for the map.
[Default: 0]
Uniform distance spawn-goal generation
--uni-goal-dist[=VALUE]
Whether to use a more uniform distance
distribution for goal generation.
[Default: False]
--nb-buckets=VALUE Number of buckets to use.
[Default: 20]
--max-tries=VALUE Number of tries to generate a spawn-goal with
uniform distance.
[Default: 100]
@article{DBLP:journals/corr/abs-2112-11731,
author = {Edward Beeching and
Maxim Peter and
Philippe Marcotte and
Jilles Dibangoye and
Olivier Simonin and
Joshua Romoff and
Christian Wolf},
title = {Graph augmented Deep Reinforcement Learning in the GameRLand3D environment},
journal = {CoRR},
volume = {abs/2112.11731},
year = {2021},
url = {https://arxiv.org/abs/2112.11731},
eprinttype = {arXiv},
eprint = {2112.11731},
timestamp = {Tue, 04 Jan 2022 15:59:27 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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